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Articles by Bowen Jin

Can Graph Neural Networks Learn Language with Extremely Weak Text Supervision?
15 December 2024 by Zihao Li and others
Machine Learning, Artificial Intelligence
Large Language Models on Graphs: A Comprehensive Survey
20 November 2024 by Bowen Jin and others at LogoUniversity of Illinois at Urbana-Champaign
Computation and Language, Machine Learning
InstructG2I: Synthesizing Images from Multimodal Attributed Graphs
9 October 2024 by Bowen Jin and others at LogoUniversity of Illinois at Urbana-Champaign
Artificial Intelligence, Computation and Language
Long-Context LLMs Meet RAG: Overcoming Challenges for Long Inputs in RAG
8 October 2024 by Bowen Jin and others at LogoUniversity of Illinois at Urbana-Champaign
Computation and Language, Artificial Intelligence
Graph Chain-of-Thought: Augmenting Large Language Models by Reasoning on Graphs
3 October 2024 by Bowen Jin and others at LogoUniversity of Illinois at Urbana-Champaign
Computation and Language, Information Retrieval
A Comprehensive Survey of Scientific Large Language Models and Their Applications in Scientific Discovery
28 September 2024 by Yu Zhang and others
Computation and Language
CoDiCast: Conditional Diffusion Model for Weather Prediction with Uncertainty Quantification
26 September 2024 by Jimeng Shi and others
Machine Learning, Atmospheric and Oceanic Physics
Chain-of-Factors Paper-Reviewer Matching
14 August 2024 by Yu Zhang and others
Information Retrieval, Computation and Language
Investigating Instruction Tuning Large Language Models on Graphs
10 August 2024 by Kerui Zhu and others
Computation and Language, Artificial Intelligence
RAM-EHR: Retrieval Augmentation Meets Clinical Predictions on Electronic Health Records
26 July 2024 by Ran Xu and others at LogoUniversity of Illinois at Urbana-Champaign
Computation and Language, Artificial Intelligence
A Comprehensive Survey of Scientific Large Language Models and Their Applications in Scientific Discovery
16 June 2024 by Yu Zhang and others
Computation and Language
Language Models As Semantic Indexers
12 June 2024 by Bowen Jin and others
Information Retrieval, Computation and Language
Parameter-Efficient Tuning Large Language Models for Graph Representation Learning
28 April 2024 by Qi Zhu and others
Computation and Language, Machine Learning
Towards Unified Multi-Modal Personalization: Large Vision-Language Models for Generative Recommendation and Beyond
27 March 2024 by Tianxin Wei and others
Information Retrieval, Artificial Intelligence
Improving Retrieval in Theme-specific Applications using a Corpus Topical Taxonomy
7 March 2024 by Seongku Kang and others
Information Retrieval, Artificial Intelligence
A CAG repeat threshold for therapeutics targeting somatic instability in Huntington's disease
22 February 2024 by S. Aldous and others
Neuroscience
Scalable and Effective Generative Information Retrieval
15 November 2023 by Hansi Zeng and others at LogoUniversity of Illinois at Urbana-Champaign
Information Retrieval
Learning Multiplex Embeddings on Text-rich Networks with One Text Encoder
10 October 2023 by Bowen Jin and others
Computation and Language, Machine Learning
Weakly Supervised Multi-Label Classification of Full-Text Scientific Papers
24 June 2023 by Yu Zhang and others
Computation and Language, Digital Libraries
Heterformer: Transformer-based Deep Node Representation Learning on Heterogeneous Text-Rich Networks
4 June 2023 by Bowen Jin and others
Computation and Language, Machine Learning
Text-Augmented Open Knowledge Graph Completion via Pre-Trained Language Models
24 May 2023 by Pengcheng Jiang and others
Computation and Language, Artificial Intelligence
Patton: Language Model Pretraining on Text-Rich Networks
20 May 2023 by Bowen Jin and others
Computation and Language, Artificial Intelligence
Edgeformers: Graph-Empowered Transformers for Representation Learning on Textual-Edge Networks
21 February 2023 by Bowen Jin and others
Machine Learning, Computation and Language
Anionic Phospholipids Control Mechanisms of GPCR-G Protein Recognition
13 February 2023 by Neetika Thakur and others at LogoUniversity of Florida
Biophysics
On the Convergence of Stochastic Gradient Descent for Linear Inverse Problems in Banach Spaces
10 February 2023 by Željko Kereta and Billy Jin
Machine Learning, Optimization and Control
The Effect of Metadata on Scientific Literature Tagging: A Cross-Field Cross-Model Study
7 February 2023 by Yu Zhang and others
Digital Libraries, Computation and Language
Swimming of the midge larva: principles and tricks of locomotion at intermediate Reynolds number
6 December 2022 by Bowen Jin and others
Fluid Dynamics, Biological Physics
A survey of the psychological status of primary school students who were quarantined at home during the coronavirus disease 2019 epidemic in Hangzhou China
9 October 2022 by Y. Zheng and others
Psychiatry and Clinical Psychology
Single center blind testing of a US multi-center validated diagnostic algorithm for Kawasaki disease in Asia
3 October 2022 by Huang-Chih Kuo and others at LogoStanford University
Pediatrics
CHIQUITA1 maintains temporal transition between proliferation and differentiation in Arabidopsis thaliana
16 May 2022 by Francesco Bossi and others
Plant Biology
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